{"id":"W2088285959","doi":"10.7557/2.23.5.1678","title":"Towards a protocol for community monitoring of caribou body condition","year":2003,"lang":"en","type":"article","venue":"Rangifer","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon Department of Environment; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Alaska Department of Fish and Game; Massachusetts Department of Fish and Game","keywords":"Subsistence agriculture; Indigenous; Arctic; Resource (disambiguation); Environmental resource management; Geography; Ecology; Citizen science; Biology; Agriculture; Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009441181,0.00008123266,0.0002230467,0.00003739812,0.002441616,0.000001624283,0.00007744029,0.0001352036,0.0002620748],"category_scores_gemma":[0.0002503202,0.00006958138,0.00006352377,0.00006375116,0.00003341568,0.00003220029,0.00004248692,0.0002957852,0.00002474119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504104,"about_ca_system_score_gemma":0.0002237823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168864,"about_ca_topic_score_gemma":0.0008351628,"domain_scores_codex":[0.9986701,0.0004181547,0.0002895031,0.00007450484,0.00006970394,0.0004780275],"domain_scores_gemma":[0.9990865,0.000279848,0.0001244888,0.0001896055,0.0002827267,0.00003683189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00122527,0.001541747,0.6222797,0.007676985,0.0005349378,0.000005441634,0.2489753,0.00002736207,0.004114723,0.07101469,0.0414329,0.001170982],"study_design_scores_gemma":[0.015366,0.001964855,0.2099093,0.0005296452,0.0001234454,0.000004195548,0.1440443,0.00003247378,0.009324494,0.005795483,0.612322,0.000583822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4935159,0.00002276637,0.00217314,0.0003215469,0.001517963,0.41988,0.0001768753,0.0001201463,0.08227164],"genre_scores_gemma":[0.6276248,0.000001096286,0.0005654056,0.0001174639,0.0001475341,0.3709922,0.00001093783,0.00001627706,0.0005243365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708891,"threshold_uncertainty_score":0.9988571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101599865569993,"score_gpt":0.4703313207326231,"score_spread":0.3601713341756239,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}